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Perspectives of Machine Learning Development on Kerogen Molecular Model Reconstruction and Shale Oil/Gas Exploitation 期刊论文
ENERGY & FUELS, 2023, 卷号: 37, 期号: 1, 页码: 98-117
Authors:  Kang DL(康东亮);  Ma J(马骏);  Zhao YP(赵亚溥)
Adobe PDF(13704Kb)  |  Favorite  |  View/Download:176/39  |  Submit date:2023/02/03
Predicting the Molecular Models, Types, and Maturity of Kerogen in Shale Using Machine Learning and Multi-NMR Spectra 期刊论文
ENERGY & FUELS, 2022, 页码: 13
Authors:  Kang DL(康东亮);  Zhao YP(赵亚溥)
Adobe PDF(3734Kb)  |  Favorite  |  View/Download:221/63  |  Submit date:2022/08/10
Defining kerogen maturity from orbital hybridization by machine learning 期刊论文
FUEL, 2022, 卷号: 310, 页码: 10
Authors:  Ma J(马俊);  Kang DL(康东亮);  Wang XH(王晓荷);  Zhao YP(赵亚溥)
Adobe PDF(4071Kb)  |  Favorite  |  View/Download:296/65  |  Submit date:2021/11/29
Kerogen maturity  Orbital hybridization  Machine learning  Quantum chemistry  
Entropy and enthalpy changes during adsorption and displacement of shale gas 期刊论文
ENERGY, 2021, 卷号: 221, 页码: 7
Authors:  Lin K(林岿);  Zhao YP(赵亚溥)
Adobe PDF(864Kb)  |  Favorite  |  View/Download:251/97  |  Submit date:2021/05/06
Shale gas  Adsorption/displacement  Entropy change  Enthalpy change  Statistical mechanics  
Predicting the components and types of kerogen in shale by combining machine learning with NMR spectra 期刊论文
FUEL, 2021, 卷号: 290, 页码: 10
Authors:  Kang DL(康东亮);  Wang XH(王晓荷);  Zheng XJ(郑晓娇);  Zhao YP(赵亚溥)
Adobe PDF(5174Kb)  |  Favorite  |  View/Download:393/141  |  Submit date:2021/03/30
Machine learning  Kerogen and shale  Molecular structure  High-throughput prediction  NMR spectra datasets  
Potential laws on the changes of shale in acid erosion process based on the fast matching method of dimensional analysis 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 卷号: 46, 期号: 11, 页码: 7836-7847
Authors:  Du SH(杜书恒)
Adobe PDF(3655Kb)  |  Favorite  |  View/Download:192/49  |  Submit date:2021/03/30
Shale  Pore size  Elastic modulus  Scaling law  Acid erosion  Fast matching method of dimensional analysis  
The time-temperature-maturity relationship: A chemical kinetic model of kerogen evolution based on a developed molecule-maturity index 期刊论文
FUEL, 2020, 卷号: 278, 页码: 14
Authors:  Wang XH(王晓荷);  Zhao YP(赵亚溥)
Adobe PDF(7931Kb)  |  Favorite  |  View/Download:366/135  |  Submit date:2020/09/27
Kerogen thermal evolution  Kerogen maturity index  Vitrinite reflectance  Chemical kinetic model  Activation energy  
Combining Image Recognition and Simulation To Reproduce the Adsorption/Desorption Behaviors of Shale Gas 期刊论文
ENERGY & FUELS, 2020, 卷号: 34, 期号: 1, 页码: 258-269
Authors:  Lin K(林岿);  Huang XF(黄先富);  Zhao YP(赵亚溥)
Adobe PDF(2166Kb)  |  Favorite  |  View/Download:425/189  |  Submit date:2020/03/11
Adsorption-induced pore blocking and its mechanisms in nanoporous shale due to interactions with supercritical CO2 期刊论文
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2019, 卷号: 178, 页码: 74-81
Authors:  Huang XF(黄先富);  Zhao YP(赵亚溥);  Wang XH(王晓荷);  Pan LS(潘利生)
View  |  Adobe PDF(2966Kb)  |  Favorite  |  View/Download:638/164  |  Submit date:2019/06/10
Shale oil and gas  CO2 sequestration  Swelling  Chemical reaction  Nitrogen adsorption isotherm  XPS